The Unmanned Aerial Vehicle Benchmark: Object Detection, Tracking and Baseline

A novel approach based on the so-called Context-aware Multi-task Siamese Network (CMSN) model that explores new cues in UAV videos by judging the consistency degree between objects and contexts and that can be used for SOT and MOT is proposed.